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Query execution time is only part of the equation. But even that gets ugly fast when you have locking going on. E.g., try adding an index to a non-trivially sized table in MySQL and see how fast that (unnecessary) SELECT performs.

We're a postgres shop and the problem we've run into lately is just the sheer number of open connections to the DB. Using something like PgBouncer helps tremendously, but it still is contingent on there being idle connections. Certainly read slaves could be thrown at the problem, too. But it's mounting complexity for something that isn't all that necessary shrug




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